siyeong-lee Goto Github PK

awesome-deep-hdr

A collection of deep learning based methods for HDR image synthesis

banditsbook

Code for my book on Multi-Armed Bandit Algorithms

bayes-by-backprop

PyTorch implementation of "Weight Uncertainty in Neural Networks"

bayes-nn

Lecture notes on Bayesian deep learning

bmvc_2019

PyTorch code for our BMVC 2019 paper "Image Classification with Hierarchical Multigraph Networks"

capsnet-visualization

🎆 A visualization of the CapsNet layers to better understand how it works

cio

Computational Intelligence Optimization

deconstructing-mine

Official implementation of the paper "Combating the Instability of Mutual Information-based Losses via Regularization" (UAI 2022)

deep-hist

PyTorch implementation of Histogram Layers from DeepHist: Differentiable Joint and Color Histogram Layers for Image-to-Image Translation

deep_recursive_hdri

detnas

dgcnn

enas-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

gan_steerability

On the "steerability" of generative adversarial networks

gp-clustering

Clustering with Gaussian Process Models

hdr-imaging

An implementation of "Paul E. Debevec, Jitendra Malik, Recovering High Dynamic Range Radiance Maps from Photographs, SIGGRAPH 1997."

hdr_vds_dataset

image-segmentation-mrf

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

kernelgan

mixmatch

mld_crf

Multi-lane detection in urban driving environments using conditional random fields

mtheme

A modern LaTeX Beamer theme

projectregularization

Regularization of Building Boundaries using Adversarial and Regularized losses

pydensecrf

Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.

pytorch-capsulenet

An easy-to-follow Pytorch implementation of Hinton's Capsule Network

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

pytorch-multigpu

Multi GPU Training Code for Deep Learning with PyTorch

reinforcement_learning

강화학습에 대한 기본적인 알고리즘 구현

relativisticgan

Code for replication of the paper "The relativistic discriminator: a key element missing from standard GAN"